ReviewThe American journal of clinical nutrition2025
Methodological standards for body composition-an expert-endorsed guide for research and clinical applications: levels, models, and terminology.
Review in The American journal of clinical nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
45 citing papers in PubMed.
- Diet-based weight-loss intervention is not associated with a meaningful change in lean soft tissue.The American journal of clinical nutrition · 2026Trial
- What is measured and what is estimated in body composition? A clarification framework for terminology and interpretation.Reviews in endocrine & metabolic disorders · 2026Review
- Bioimpedance: From Body Composition Assessment to Emerging Technologies in Clinical Nutrition.Nutrients · 2026Review
- When Size Goes Inside: Visceromegaly in Bodybuilders Is Not Attributed to High-Protein Intake but More Likely Associated with the Use of Appearance- and Performance-Enhancing Drugs.Medicine and science in sports and exercise · 2026Article
- The Effects of Incretin Mimetic Therapies on Muscle and Bone Health in Older Adults: A Narrative Review.Obesity (Silver Spring, Md.) · 2026Review
- Increasing skeletal muscle mass and strength during incretin-based weight loss.Obesity pillars · 2026Article
- Associations Between 24-Hour Movement Behaviors and Anthropometric and Body Composition Indicators in Ecuadorian Preschool Children: SUNRISE Pilot Study.Children (Basel, Switzerland) · 2026Article
- Do We Need Body Composition Analysis in Patients with Obesity? A Rethinking of Body Composition Assessment in Preclinical and Clinical Obesity.Obesity facts · 2026Review
- Effects of Sleeve Gastrectomy and Subsequent Whole-Body Vibration Training on Resting Metabolic Rate and Body Composition: A Pilot Randomized Controlled Trial.Obesity surgery · 2026Article
- Stage-Specific Prognostic Impact of Longitudinal Body Composition Changes in Patients with Pancreatic Ductal Adenocarcinoma Treated with FOLFIRINOX: A Dual-Cohort Study.Journal of clinical medicine · 2026Article
- Mapping Scientific Knowledge on Body Composition and Anthropometry in Soccer: A Bibliometric Analysis of the Last 35 Years (1990-2025).Sports (Basel, Switzerland) · 2026Review
- Body Composition Assessment in Pediatric Cystic Fibrosis in the Highly Effective Modulator Therapy Era-A Pilot Study.Nutrients · 2026Article
- Six- and Twelve-Month Changes in Body Composition and 24-h Energy Expenditure After a Very Low-Calorie Ketogenic Diet.Obesity (Silver Spring, Md.) · 2026Observational
- Defining Healthy Weight Loss and Target Weight in the Era of Highly Effective Treatment of Patients With Obesity.Journal of cachexia, sarcopenia and muscle · 2026Review
- Future of CT body composition research: Methodological discrepancies and advances.Nutrition in clinical practice : official publication of the American Society for Parenteral and Enteral Nutrition · 2026Review
- Normative Reference Values and Cut-Off Points for Nutritional Ultrasound: The VALORES Study.Journal of cachexia, sarcopenia and muscle · 2026Article
- Review
- Review
- Diagnosis, staging and management of obesity: a synthesis of contemporary guidelines.Nature reviews. Endocrinology · 2026Review
- Association of serum 25-hydroxyvitamin D concentrations with premature mortality in adult U.S. patients with sarcopenia.BMC public health · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
29 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Body composition assessment is widely used in both research and clinical practice, yet confusion over basic concepts and terminology persists, leading to inaccurate assessments, comparisons, and interpretations. To address this concern, an international working group was formed to clarify basic concepts, standardize terminology, and provide guidance on the use and interpretation of body composition assessment. This initial publication addresses methodological standards, focusing on summarizing body composition levels and models, and introducing standardized terms and definitions. Body composition is organized into 5 distinct levels, ranging from atomic to whole-body, with each higher level encompassing the components of the preceding less complex levels. As a result, terms that describe components at different levels should not be used interchangeably. For example, the use of the molecular-level term "lean body mass" is discouraged because it inaccurately refers to fat-free mass (FFM), lean mass, or lean soft tissue (LST). FFM includes all compartments at the molecular level except fat (nonpolar lipids; mainly triglycerides), and FFM also contains nonfat (or polar) lipids. The term "lean mass" is equivalent to FFM, but not to LST, as FFM includes bone mineral content. Additionally, skeletal muscle is classified at the tissue-organ level and should not be confused with the molecular-level components FFM and LST. Likewise, fat mass and adipose tissue are different components: fat mass, mainly triglycerides, is assessed at the molecular level, whereas adipose tissue is measured at the tissue-organ level. Models are also specific to each level. It is crucial for researchers and clinicians to have a clear understanding of what each body component entails and to use accurate terminology to ensure precise assessment, reporting, and interpretation of body composition data.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.